Stephen Kelly

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 29

Top Topics

Graph Representations

Reinforcement Learning

Top Venues

Publications

Ethan Sequeira, Hussein Saad, Stephen Kelly, Matthew Giamou
Towards Optimal Beacon Placement for Range-Aided Localization. CoRR (2024)
Stephen Kelly, Daniel S. Park, Xingyou Song, Mitchell McIntire, Pranav Nashikkar, Ritam Guha, Wolfgang Banzhaf, Kalyanmoy Deb, Vishnu Naresh Boddeti, Jie Tan, Esteban Real
Discovering Adaptable Symbolic Algorithms from Scratch. IROS (2023)
Ritam Guha, Wei Ao, Stephen Kelly, Vishnu Boddeti, Erik D. Goodman, Wolfgang Banzhaf, Kalyanmoy Deb
MOAZ: A Multi-Objective AutoML-Zero Framework. GECCO (2023)
Vojtech Klézl, Stephen Kelly
Negativists, enthusiasts and others: a typology of players in free-to-play games. Multim. Tools Appl. 82 (5) (2023)
Stephen Kelly, Daniel S. Park, Xingyou Song, Mitchell McIntire, Pranav Nashikkar, Ritam Guha, Wolfgang Banzhaf, Kalyanmoy Deb, Vishnu Naresh Boddeti, Jie Tan, Esteban Real
Discovering Adaptable Symbolic Algorithms from Scratch. CoRR (2023)
Stephen Kelly, Robert J. Smith, Malcolm I. Heywood, Wolfgang Banzhaf
Emergent Tangled Program Graphs in Partially Observable Recursive Forecasting and ViZDoom Navigation Tasks. ACM Trans. Evol. Learn. Optim. 1 (3) (2021)
Stephen Kelly, Tatiana Voegerl, Wolfgang Banzhaf, Cedric Gondro
Evolving Hierarchical Memory-Prediction Machines in Multi-Task Reinforcement Learning. CoRR (2021)
Stephen Kelly, Tatiana Voegerl, Wolfgang Banzhaf, Cedric Gondro
Evolving hierarchical memory-prediction machines in multi-task reinforcement learning. Genet. Program. Evolvable Mach. 22 (4) (2021)
Kenneth N. Reid, Iliya Miralavy, Stephen Kelly, Wolfgang Banzhaf, Cedric Gondro
The factory must grow: automation in Factorio. GECCO Companion (2021)
Stephen Kelly, Vojtech Klézl, John Israilidis, Neil Malone, Stuart Butler
Digital Supply Chain Management in the Videogames Industry: A Systematic Literature Review. Comput. Games J. 10 (1) (2021)
John Israilidis, Evangelia Siachou, Stephen Kelly
Why organizations fail to share knowledge: an empirical investigation and opportunities for improvement. Inf. Technol. People 34 (5) (2021)
Kenneth N. Reid, Iliya Miralavy, Stephen Kelly, Wolfgang Banzhaf, Cedric Gondro
The Factory Must Grow: Automation in Factorio. CoRR (2021)
Stephen Kelly, Jacob Newsted, Wolfgang Banzhaf, Cedric Gondro
A modular memory framework for time series prediction. GECCO (2020)
Stephen Kelly, Wolfgang Banzhaf
Temporal Memory Sharing in Visual Reinforcement Learning. GPTP (2019)
Andrea Mesiarová-Zemánková, Stephen Kelly, Khurshid Ahmad
Bonferroni Mean With Weighted Interaction. IEEE Trans. Fuzzy Syst. 26 (5) (2018)
Stephen Kelly, Malcolm I. Heywood
Emergent Tangled Program Graphs in Multi-Task Learning. IJCAI (2018)
Stephen Kelly, Malcolm I. Heywood
Emergent Solutions to High-Dimensional Multitask Reinforcement Learning. Evol. Comput. 26 (3) (2018)
Stephen Kelly, Robert J. Smith, Malcolm I. Heywood
Emergent Policy Discovery for Visual Reinforcement Learning Through Tangled Program Graphs: A Tutorial. GPTP (2018)
Stephen Kelly, Khurshid Ahmad
Estimating the impact of domain-specific news sentiment on financial assets. Knowl. Based Syst. 150 (2018)
Stephen Kelly, Malcolm I. Heywood
Discovering Agent Behaviors Through Code Reuse: Examples From Half-Field Offense and Ms. Pac-Man. IEEE Trans. Games 10 (2) (2018)
Stephen Kelly, Malcolm I. Heywood
Emergent Tangled Graph Representations for Atari Game Playing Agents. EuroGP (2017)
Stephen Kelly, Xiubo Zhang, Khurshid Ahmad
Mining Multimodal Information on Social Media for Increased Situational Awareness. ISCRAM (2017)
Christina O'Connor, Stephen Kelly
Facilitating knowledge management through filtered big data: SME competitiveness in an agri-food sector. J. Knowl. Manag. 21 (1) (2017)
Zeyan Zhao, Stephen Kelly, Khurshid Ahmad
Finding Sentiment in Noise: Non-linear Relationships Between Sentiment and Financial Markets. IDEAL (2017)
Stephen Kelly, Malcolm I. Heywood
Multi-task learning in Atari video games with emergent tangled program graphs. GECCO (2017)
Jessica P. C. Bonson, Stephen Kelly, Andrew R. McIntyre, Malcolm I. Heywood
On Synergies between Diversity and Task Decomposition in Constructing Complex Systems with GP. GECCO (Companion) (2016)
Diane Staheli, Vincent Mancuso, Raul Harnasch, Cody Fulcher, Madeline Chmielinski, Adam Kearns, Stephen Kelly, Era Vuksani
Collaborative Data Analysis and Discovery for Cyber Security. WSIW@SOUPS (2016)
Robert J. Smith, Stephen Kelly, Malcolm I. Heywood
Discovering Rubik's Cube Subgroups using Coevolutionary GP: A Five Twist Experiment. GECCO (2016)
Xiubo Zhang, Stephen Kelly, Khurshid Ahmad
The Slandail Monitor: Real-Time Processing and Visualisation of Social Media Data for Emergency Management. ARES (2016)
Stephen Kelly, Khurshid Ahmad
Propagating Disaster Warnings on Social and Digital Media. IDEAL (2015)
Stephen Kelly, Malcolm I. Heywood
Knowledge Transfer from Keepaway Soccer to Half-field Offense through Program Symbiosis: Building Simple Programs for a Complex Task. GECCO (2015)
Stephen Kelly, Khurshid Ahmad
The Impact of News Media and Affect in Financial Markets. IDEAL (2015)
Michael Gillham, Gareth Howells, Stephen Kelly
Assistive Trajectories for Human-in-the-Loop Mobile Robotic Platforms. EST (2015)
Stephen Kelly, Malcolm I. Heywood
Genotypic versus Behavioural Diversity for Teams of Programs under the 4-v-3 Keepaway Soccer Task. AAAI (2014)
Stephen Kelly, Malcolm I. Heywood
On Diversity, Teaming, and Hierarchical Policies: Observations from the Keepaway Soccer Task. EuroGP (2014)
Edward Catley, Konstantinos Sirlantzis, Gareth Howells, Stephen Kelly
Non-overlapping Dual Camera Fall Detection Using the Nao Humanoid Robot. EST (2014)
Martin Henderson, Stephen Kelly, Robert Horne, Michael Gillham, Matthew Pepper, Jean-Marc Capron
Powered Wheelchair Platform for Assistive Technology Development. EST (2014)
Yiwei Zhang, Joseph McGeehan, Edward Regan, Stephen Kelly, José Luis Núñez-Yáñez
Biophysically Accurate Foating Point Neuroprocessors for Reconfigurable Logic. IEEE Trans. Computers 62 (3) (2013)
Michael Gillham, Gareth Howells, Sarah K. Spurgeon, Stephen Kelly, Matthew Pepper
Real-Time Doorway Detection and Alignment Determination for Improved Trajectory Generation in Assistive Mobile Robotic Wheelchairs. EST (2013)
Stephen Kelly, Peter Lichodzijewski, Malcolm I. Heywood
On run time libraries and hierarchical symbiosis. IEEE Congress on Evolutionary Computation (2012)
Srijittra Swaisaenyakorn, Stephen Kelly, P. R. Young, John C. Batchelor
Evaluation of 3D animated human model from 3D scanner and motion capture to be used in electromagnetic simulator for body-centric system. BMEI (2012)
Ben McElroy, Michael Gillham, Gareth Howells, Sarah K. Spurgeon, Stephen Kelly, John C. Batchelor, Matthew Pepper
Highly efficient localisation utilising weightless neural systems. ESANN (2012)
Stephen Kelly, Khurshid Ahmad
Sentiment Proxies: Computing Market Volatility. IDEAL (2012)
Yiwei Zhang, José L. Núñez-Yáñez, Joe McGeehan, Edward Regan, Stephen Kelly
A biophysically accurate floating point somatic neuroprocessor. FPL (2009)